Mithun / bird-watcher-sound Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

bird-watcher-sound

Audio

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (161 samples)

View all

Bluejay.1q64kn8h

ID: 7800928

Label: Bluejay

Sample length: 10s

Bluejay.1q64lf7q

ID: 7800927

Label: Bluejay

Sample length: 10s

Cardinal.1q65is63

ID: 7800887

Label: Cardinal

Sample length: 10s

Aldfly.1q63e1ks

ID: 7800945

Label: Aldfly

Sample length: 10s

Bluejay.1q64hpac

ID: 7800932

Label: Bluejay

Sample length: 10s

Goldfinch.1q7boe6r

ID: 7800870

Label: Goldfinch

Sample length: 10s

unknown.1q8d0sjo

ID: 7800839

Label: unknown

Sample length: 10s

Bluejay.1q64mvkk

ID: 7800925

Label: unknown

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

89.9%

Test set

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

19 ms.

Peak RAM usage

10.3K

Flash usage

41.2K

Run this model

On any device

Clone project

Dataset summary

Data collected

23m 46s

Sensor

audio @ 16KHz

Labels

Aldfly, Bluejay, Cardinal, Chickadee, Goldfinch, unknown

Project info

Project ID	14310
Project version	1
License	No license attached
No. of views	5,054
No. of clones	3